Twiddl - Data Without Moving It

01 ABOUT

Connect raw, distributed data sources with no migration and pipelines

Access Anywhere

Install nodes on any machine and instantly make it part of your global data lake.

Format Agnostic

Excel, CSV, JSON — it doesn't matter. If it has structure, it will be queried.

Zero Migration

Keep your files exactly where they are — Twiddl brings the query to you.

Sync in Click

Integrate every data source in one click, uniting your teams and devices in a single network.

It is easier than explaining to your manager what ETL means.

02 VALUE

Break free from rigid formats. Twiddl links any file, from any corner of your network

SERVER 1 - TOKYO

metrics.parquet

customers.json

LAPTOP - CHICAGO

sales_2023.csv

leads_q4.xlsx

IoT DEVICE - BERLIN

sensors_data.xml

device_health.avro

Drag, drop, query. That's it.

sales_2023.csv (Chicago)

customer_id JOIN

purchase_date

total_amount

region

→

TWIDDL

Unified Query Results

Tanaka Corp $123,456 Tokyo

Suzuki Ltd $89,012 Tokyo

Smith Partners $78,500 Chicago

←

customers.json (Tokyo)

customer_id JOIN

customer_name

company

03 HOW IT WORKS

Once your data's stored, it's queryable. No extra steps — just instant insight

Install Nodes

• One-click installation.
• Each machine adds to your global network.
• Node monitors your local files in place.
• Fits even for IoT devices.

Select Data

• Browse available files across all nodes.
• Combine any files to create your query.
• Use SQL or friendly interface.
• No knowledge required.

Get Results

• As soon as file added to node, instatly query it from anywhere.
• Close to real time data ready for analysis.
• Twiddl is your first step to automated data pipelines.

> Technical Notes

Nodes run on your machines as Docker containers with minimal footprint.
Specified folders are monitored for any changes in files structure.
You can join and query any files across all nodes using Twiddl web interface.
SQL or Drag and Drop interface — friendly for any level of expertise.
Each node processes its own batch of data locally and transmits only the results.
Twiddl server aggregates results from nodes and presents them in one place.
Supported formats: XLSX, CSV, JSON, Parquet, XML, AVRO and more.
The node is lightweight enough to run on IoT devices for live monitoring.
Deploy Twiddl server on your local network, or use our web service.

04 JOIN WAITLIST

Don't forget why you're here. Join the waitlist

We're currently in the Proof of Concept stage and seeking our first partners. Contact us to get early access and start experiencing the value of Twiddl as soon as possible.

[email protected]

Files aren't databasesBut now they act like one